Daily Schedule

To-Do
Download and Install R Link Video
Download and Install RStudio Link Video
Setup RStudio Video
Download packages File Video
Alzheimer’s Disease Link
Time Topic Links
09:00 - 09:30 Welcome Slides
09:35 - 10:30 Introduction to data science Slides
10:45 - 12:00 Introduction to the capstone project Slides
Time Topic Links
09:00 - 10:00 Introduction to R Slides
10:15 - 10:45 R packages Slides
10:45 - 12:00 Importing data Slides
1:00 - 1:45 Tidyverse Slides
2:00 - 3:00 Data wrangling Slides
Time Topic Links
09:00 - 10:30 Describing data Slides
10:45 - 12:00 Working on the capstone project Slides File
Time Topic Links
09:00 - 10:15 R Markdown Slides
10:45 - 12:00 Practicing R Markdown
1:00 - 2:00 Data visualization in R Slides
2:15 - 3:00 Practicing data visualization
Time Topic Links
09:00 - 10:30 Introduction to probability Slides
10:45 - 12:00 Probability through simulations Slides File
Time Topic Links
09:00 - 10:00 Estimating Slides
10:15 - 11:00 Hypothesis testing Slides
11:15 - 12:00 Examples from the capstone project
Time Topic Links
09:00 - 12:00 Estimation problems in the capstone project
1:00 - 3:00 Hypothesis testing problems in the capstone project
Time Topic Links
09:00 - 10:30 Exploring and examining relationships Slides
10:45 - 12:00 Examples from the capstone project
Time Topic Links
09:00 - 12:00 Exploring relationships in the capstone project
1:00 - 3:00 Examining relationship in the capstone project
Time Topic Links
09:00 - 10:00 Linear regression Slides
10:15 - 11:00 Logistic regression Slides
11:15 - 12:00 Regression examples from the capstone project